Persons at STU
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Basic information about a final thesisAdditional informationAdditional information about the final thesis follows. Click on the language link to display the information in the desired language.
|Language of final thesis:||Slovak|
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|Title of the thesis:||MODIFICATION OF CHOSEN OPTIMISATION METHODS FOR LEARNING PROCESSES|
|Summary:||The intention of this dissertation is to design and develop methods and algorithms of modelling and control of linear and non-linear dynamic systems using forward artificial neural networks of perceptron type. A program system is designed and developed in Matlab 6.5, Matlab -- Simulink, which enables to model the dynamic system with variable modifications of optimalisation algorithms. The structure of a neural model is a forward multi-layered neural network of perceptron type whose parameters are set up by a learning process back-propagation. The theoretical part is verified on the case study. It also creates an educative tool used to compare algorithms for searching the minimum of a function within the neural networks and beyond them.|
|Key words:||Artificial neural networks, training algorithms, identification, Levenberg and Marquardt, minimum conditionality change|
To display the final thesis assignment form click on the Display the final thesis assignment form icon. The following icons - Final thesis, Thesis appendices, Supervisor's review, Opponent's review - relate to the final thesis and can be downloaded. They could be displayed on condition they have been inserted and are available publicly.Parts of thesis with postponed release:
|–||Final thesis (final thesis appendices) unlimited|
|–||Reviews for final thesis unlimited|